[bargava]

Some part of the implementation can leverage existing functions in R

kmeans function in R implements Lloyd's algorithm for RBF. It also has an option for specifying the initial starting points (or, we could let it choose randomly).

It returns the centers. We still need to find the weights and do the classification.